Search Results - "Ivandre Paraboni"

Stacked authorship attribution of digital texts by Custódio, José Eleandro, Paraboni, Ivandré

“…•A novel stacked text authorship attribution method.•A dynamic selection method for multiple authorship attribution scenarios.•Robust results across multiple…”
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Politically-oriented information inference from text by da Silva, Samuel Caetano, Paraboni, Ivandre

“…The inference of politically-oriented information from text data is a popular research topic in Natural Language Processing (NLP) at both text- and…”
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Myers-Briggs personality classification from social media text using pre-trained language models by dos Santos, Vitor, Paraboni, Ivandre

“…In Natural Language Processing, the use of pre-trained language models has been shown to obtain state-of-the-art results in many downstream tasks such as…”
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User profiling and satisfaction inference in public information access services by Flores, Arthur Marçal, Pavan, Matheus Camasmie, Paraboni, Ivandré

“…Public information access services are provided by dozens of countries around the world as a means to promote transparency and democracy, and present a number…”
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SetembroBR: a social media corpus for depression and anxiety disorder prediction by Santos, Wesley Ramos dos, de Oliveira, Rafael Lage, Paraboni, Ivandré

“…The present work introduces a novel dataset—hereby called the SetembroBR corpus—for the study and development of depression and anxiety disorder predictive…”
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Reference and the facilitation of search in spatial domains by Paraboni, Ivandré, van Deemter, Kees

“…Earlier work has suggested that, in hierarchically ordered domains (e.g., a document divided into sections and subsections), referring expressions that are…”
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Multi‐source BERT stack ensemble for cross‐domain author profiling by Delmondes Neto, José Pereira, Paraboni, Ivandré

“…Author profiling is the computational task of inferring an author's demographics (e.g., gender, age etc.) based on text samples written by them. As in other…”
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Building referring expression corpora with and without feedback by da Silva Rocha, Danillo, Paraboni, Ivandré

“…The design of data collection experiments involving human participants is a common task in Referring Expression Generation (REG) and related fields. Many (or…”
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Text- and author-dependent moral foundations classification by Lan, Alex Gwo Jen, Paraboni, Ivandré

“…Moral Foundations Theory (MFT) has attracted a great deal of attention in Natural Language Processing (NLP) and social media analysis, including both…”
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Stars2: a corpus of object descriptions in a visual domain by Paraboni, Ivandré, Galindo, Michelle Reis, Iacovelli, Douglas

“…This paper presents the Stars2 corpus of definite descriptions for referring expression generation (REG). The corpus was produced in collaborative…”
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Mental health prediction from social media connections by de Oliveira, Rafael Lage, Trevisan Martins, Joāo, Paraboni, Ivandré

“…The relation between mental health and the language employed by social media users has been the focus of a wide range of studies in Natural Language Processing…”
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Morality Classification in Natural Language Text by Pavan, Matheus Camasmie, dos Santos, Vitor Garcia, Lan, Alex Gwo Jen, Martins, Joao Trevisan, dos Santos, Wesley Ramos, Deutsch, Caio, da Costa, Pablo Botton, Hsieh, Fernando Chiu, Paraboni, Ivandre

“…The language employed by an individual when discussing topics of a moral nature (of the kind typically found in, e.g., social media) is revealing not only of…”
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Computational personality recognition from Facebook text: psycholinguistic features, words and facets by dos Santos, Wesley R., Ramos, Ricelli M. S., Paraboni, Ivandré

“…Advances in the Natural Language Processing (NLP) and machine learning fields have led to the development of automated methods for the recognition of…”
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Effects of Cognitive Effort on the Resolution of Overspecified Descriptions by Paraboni, Ivandré, Lan, Alex Gwo Jen, de Sant'Ana, Matheus Mendes, Coutinho, Flávio Luiz

“…Studies in referring expression generation (REG) have shown different effects of referential overspecification on the resolution of certain descriptions. To…”
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Generating Customizable Natural Language Descriptions by Mariotti, Andre, Paraboni, Ivandre

“…In the Natural Language Generation field, the task of Reference Expression Generation (REG) consists of selecting the semantic content that should compose the…”
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Generating Spatial Referring Expressions in Interactive 3D Worlds by dos Santos Silva, Diego, Paraboni, Ivandré

“…This paper discusses the computational problem of generating referring expressions (REG) in 3D virtual worlds. We propose a REG algorithm that attempts to make…”
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Detecção de quebras em diálogos humano-computador by De Andrade, Leonardo, Paraboni, Ivandré

“…Com o crescimento constante no uso de tecnologias de relacionamento com o consumidor na Internet, os sistemas de chatbot se tornaram onipresentes no…”
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Reescrita sentencial baseada em traços de personalidade by Stavracas Neto, Georges Basile, Paraboni, Ivandré

“…Sistemas de Geração de Língua Natural (GLN) são centrais para o desenvolvimento de comunicação humano-computador realista e psicologicamente plausível que não…”
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From Semantic Properties to Surface Text: the Generation of Domain Object Descriptions by De Lucena, Diego Jesus, Paraboni, Ivandre, Pereira, Daniel Bastos

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Personality-dependent content selection in natural language generation systems by S. Ramos, Ricelli M., Monteiro, Danielle S., Paraboni, Ivandré

“…This paper focuses on the computer side of human-computer interaction through natural language, which is the domain of natural language generation (NLG)…”
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